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# 💻 cs
## 📚 mask (total: 9)
### 📃 Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays
- **Authors:** Xinxu Wei, Haohan Bai, Xianshi …
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**Is your feature request related to a problem? Please describe.**
Yes, accurate heartbeat classification is crucial for diagnosing heart conditions, but current ECG analysis methods can be imprecise…
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Hi all,
I am using this maskrcnn library to do detection and segmentation. I have this class distribution:
**Class_Occurrences = { 0:189 , 1:22, 2:1, 3:40, 4:28, 5:85, 6:40, 7:63, 8:42, …
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**System information**
- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
- OS Platform and Distribution : Linux Ubuntu 16.04 / Google Colab
- Tenso…
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Hello author,
Thank you for your work; the result is very impressive. We can see that the lead combinator (LC) is very useful, increasing the AUPRC by almost 20%.
Could you explain why the LC is…
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Hello,
Thanks for the good examples in the repo.
I need to classify some time series (similar to what you did in script 06-ecg classification) but I have more than just 2 classes.
I can't seem t…
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Hi, How I can do fine-tuning the pre-trained model with my dataset?
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First of all, great work! But I am a bit confused when reading your code. It seems like, during training, you need to compute two losses: the OT loss and a supervised loss for the disease classificati…
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Hi,
I've been getting below issue trying to visualize activation heatmaps . I can't seem to understand why, since as I understand is just the `channels_last` format from keras backend.
I can see…
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Dear authors,
Thank you for sharing the code for your work. I am new to ECG processing, so please excuse any novice questions. In reviewing the PTB-benchmark paper, I noticed they utilized a slidin…